DS Stream at Connected Commerce Summit London 2026: Four Takeaways
Our team attended Connected Commerce Summit London 2026. What we took away on shopper signals, putting AI to work, and product discoverability.
AI in Retail
Demo: AI Product Segmentation for Retail Pricing
Watch a five-minute DS Stream demo of AI product segmentation that sorts thousands of SKUs into margin drivers, traffic drivers, and inventory risk.
Paweł Szczepanik
Retail Price Optimization: From Rules to SKU-Level AI
Retail price optimization explained: why pricing rules break down across large assortments and how model-based, SKU-level pricing works in practice.
How AI Can Transform Distributor Management in India's FMCG Ecosystem
India's FMCG market moves most of its value through 12 million kirana stores and more than 400,000 distributors, yet secondary sales data rarely reaches the brand. This article shows how AI forecasting, credit scoring and app-based ordering close that blind spot, citing HUL's Shikhar app and stockout reductions of up to 30 percent.
Pricing at Scale: How AI Helps Retailers Protect Margin Across 50,000+ SKUs
Live webinar on September 30, 3:00 PM CEST: how AI-powered pricing optimization helps retailers protect margin and clear inventory across 50,000+ SKUs.
Paweł Szczepanik
Computer Vision in Modern Retail: From Shelf Audits to Perfect Store Execution
About 85% of India's FMCG sales go through 13 million kirana stores. Computer vision turns shelf photos into SKU-level data for perfect store execution.
AI Assortment Optimization for Retail and CPG: A Guide
AI assortment optimization for retail and CPG: data readiness, demand transference, SaaS versus custom build, and proving the result on the P&L.
Paweł Szczepanik
Why AI in Retail Is Moving from Nice-to-Have to Operational Necessity?
Thin margins and growing complexity are turning AI in retail into an operational necessity that helps teams protect margins and decide faster.
